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Multiple Linear Regression

Offered By: NPTEL-NOC IITM via YouTube

Tags

Multiple Linear Regression Courses Statistics & Probability Courses Data Analysis Courses Multivariate Analysis Courses Regression Analysis Courses Predictive Modeling Courses

Course Description

Overview

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Learn about multiple linear regression in this 39-minute video lecture from NPTEL-NOC IITM. Explore the fundamental concepts and applications of this statistical technique used to model relationships between multiple independent variables and a dependent variable. Gain insights into how multiple linear regression extends simple linear regression to handle more complex real-world scenarios. Understand the assumptions, model building process, and interpretation of results in multiple linear regression analysis.

Syllabus

Muliple Linear Regression


Taught by

NPTEL-NOC IITM

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